Online Course Catalog
CEE 498 MLO - Machine Learning in CEE
Spring 2025
| Title | Section | CRN | Type | Hours | Times | Days | Location | Instructor |
|---|---|---|---|---|---|---|---|---|
| Machine Learning in CEE | MLO | 59147 | E2 | 4 | - | Hadi Meidani |
Course Description
This course focuses on the theory and mathematical foundations behind advanced machine learning methods, and their applications on CEE problems. Topics include regression, Bayesian inference, deep neural networks, physics-based deep learning, and Gaussian Processes. Prerequisite: CEE 498 Data Science for CEE Restricted to online non-degree, online MCS, online MSAE, online MSME, and online MSCE students.
Credit Hours
4 hours
Subject Area
- Civil and Environmental Engineering